Run
7942728

Run 7942728

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00105811038671677
mlr.classif.xgboost(7)_gamma77.7113801872458
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight1.82166481603608
mlr.classif.xgboost(7)_subsample0.751393040688708
mlr.classif.xgboost(7)_colsample_bytree0.893071661703289
mlr.classif.xgboost(7)_colsample_bylevel0.308667425811291
mlr.classif.xgboost(7)_lambda0.0149933365761216
mlr.classif.xgboost(7)_alpha4.95015597707397
mlr.classif.xgboost(7)_nrounds3710
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14177.4438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3541
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7793
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8131
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.3291
UserCPU time millis
865.1
UserCPU time millis testing
0.77
UserCPU time millis training
864.33